Methods and devices for occlusion detection using actuator sensors

ABSTRACT

Infusion devices, systems, and related operating methods are provided. A method of detecting an anomalous condition with respect to a fluid path based on operation of an actuation arrangement configured to deliver fluid via the fluid path involves providing input power to the actuation arrangement to produce actuation of the actuation arrangement, identifying an active amount of actuation of the actuation arrangement concurrent to the input power being provided to the actuation arrangement, disabling the input power to the actuation arrangement, identifying a passive amount of actuation of the actuation arrangement after disabling the input power to the actuation arrangement, and detecting the anomalous condition based on a relationship between the active amount and the passive amount.

CROSS-REFERENCE TO RELATED APPLICATION(S)

This application claims the benefit of U.S. Provisional PatentApplication Ser. No. 62/800,310, filed Feb. 1, 2019, the contents ofwhich are incorporated by reference herein in its entirety.

TECHNICAL FIELD

Embodiments of the subject matter described herein relate generally tomedical devices, and more particularly, embodiments of the subjectmatter relate to infusion devices and related occlusion detectionmethods that do not require force sensors or dedicated occlusiondetection components.

BACKGROUND

Infusion pump devices and systems are relatively well known in themedical arts, for use in delivering or dispensing an agent, such asinsulin or another prescribed medication, to a patient. A typicalinfusion pump includes a pump drive system which typically includes asmall motor and drive train components that convert rotational motormotion to a translational displacement of a plunger (or stopper) in areservoir that delivers medication from the reservoir to the body of auser via a fluid path created between the reservoir and the body of auser. Use of infusion pump therapy has been increasing, especially fordelivering insulin for diabetics.

Different infusion pump devices may have different form factors,constraints, or otherwise utilize different techniques, which may resultin the particular type of actuator drive system varying from one type ofinfusion pump device to the next. Often, fluid infusion devices includea force sensor or some other sensing arrangement designed to detect andindicate potential non-delivery of medication to the patient due to afluid path occlusion or some other condition within the infusion device.However, such additional components increase costs and introduceadditional design concerns with respect to installing and packaging thesensor (e.g., where to place the sensor, where or how to run wiringto/from the sensor to enable communication with the sensor, ensuring thedevice housing includes sufficient space for the sensor, etc.).Accordingly, it is desirable to obviate the need for such components toreduce costs, form factor, device size, and the like withoutcompromising safety or reliability. Other desirable features andcharacteristics will become apparent from the subsequent detaileddescription and the appended claims, taken in conjunction with theaccompanying drawings and this background.

BRIEF SUMMARY

Electromechanical actuation devices, systems, and related methodssuitable for use detecting anomalous conditions in medical devices orsystems, such as an infusion device or infusion system, are provided.One exemplary method of detecting an anomalous condition with respect toa fluid path based on operation of an actuation arrangement configuredto deliver fluid via the fluid path involves providing input power tothe actuation arrangement to produce actuation of the actuationarrangement, identifying an active amount of actuation of the actuationarrangement concurrent to the input power being provided to theactuation arrangement, disabling the input power to the actuationarrangement, identifying a passive amount of actuation of the actuationarrangement after disabling the input power to the actuationarrangement, and detecting the anomalous condition based on arelationship between the active amount and the passive amount.

An exemplary infusion device is provided that includes an actuationarrangement coupled to a plunger to deliver fluid via a fluid path, adriver module coupled to the actuation arrangement to selectivelyprovide input power to the actuation arrangement, a sensing arrangementto measure actuation of the actuation arrangement, and a control modulecoupled to the driver module and the sensing arrangement to operate thedriver module to provide the input power to the actuation arrangement,identify an active amount of actuation of the actuation arrangementconcurrent to the input power being provided to the actuationarrangement using the sensing arrangement, operate the driver module todisable the input power to the actuation arrangement, identify a passiveamount of actuation of the actuation arrangement after disabling theinput power to the actuation arrangement using the sensing arrangement,and detect an anomalous condition with respect to the fluid path basedon a relationship between the active amount and the passive amount.

In one embodiment, an exemplary method of detecting an occlusion in afluid path by a control module associated with an infusion deviceinvolves operating a driver module to provide current flow to a motor toproduce a first amount of rotation of a rotor of the motor, wherein therotor is coupled to a plunger configured to deliver fluid via the fluidpath, identifying a second amount of rotation of the rotor afterdisabling the current flow to the motor using a rotor sensingarrangement, detecting an occlusion condition based on a relationshipbetween the first amount and the second amount, and generating a usernotification in response to detecting the occlusion condition.

In another embodiment, a method of detecting an occlusion in a fluidpath involves a control module of an infusion device operating a drivermodule to provide energy to an actuation arrangement to achieve acommanded actuation state, wherein the actuation arrangement is coupledto a plunger configured to deliver fluid via the fluid path, obtaining ameasured actuation state of the actuation arrangement via a sensingarrangement, and detecting an occlusion condition based on arelationship between the commanded actuation state and the measuredactuation state.

Another embodiment of an infusion device includes an actuationarrangement coupled to a plunger to deliver fluid via a fluid path, adriver module coupled to the actuation arrangement to selectivelyprovide input power to the actuation arrangement, a sensing arrangementto measure actuation of the actuation arrangement, and a control modulecoupled to the driver module and the sensing arrangement to operate thedriver module to provide the input power to the actuation arrangement toachieve a commanded actuation state, obtain a measured actuation stateof the actuation arrangement using the sensing arrangement, and detectan anomalous condition based on a relationship between the commandedactuation state and the measured actuation state.

Another embodiment of a method of detecting an occlusion in a fluid pathassociated with an infusion device including a motor having a rotorcoupled to a plunger displaceable to deliver fluid via the fluid pathinvolves a control module of the infusion device operating a drivermodule to provide current flow to the motor to achieve a commandedrotation of the rotor, obtaining a measured rotor position via a rotorsensing arrangement, detecting an occlusion condition based at least inpart on the measured rotor position, and initiating a remedial action inresponse to detecting the occlusion condition.

In yet another embodiment, a method of detecting an anomalous conditionwith respect to a fluid path involves providing energy to an actuationarrangement to produce actuation, wherein the actuation arrangement iscoupled to a plunger configured to deliver fluid via the fluid path,monitoring an orientation of the actuation arrangement using a sensingarrangement, and detecting an anomalous condition based on theorientation of the actuation arrangement.

In yet another embodiment, an infusion device includes a motorcomprising a rotor coupled to a drive system operable to displace aplunger to deliver fluid via a fluid path, a sensing arrangement toprovide one or more measurement outputs influenced by an orientation ofa rotational axis of the rotor with respect to a reference axis, and acontrol module coupled to the sensing arrangement to determine theorientation of the rotational axis based at least in part on the one ormore measurement outputs and detect an anomalous condition with respectto the fluid path based on a difference between the rotational axis andthe reference axis.

Another exemplary method of detecting an occlusion in a fluid pathassociated with an infusion device including a motor having a rotorcoupled to a drive system operable to displace a plunger to deliverfluid via the fluid path involves a control module of the infusiondevice operating a driver module coupled to the motor to enable currentflow to the motor, obtaining measurement output from a sensingarrangement, wherein the measurement output is influenced by anorientation of the rotor with respect to a reference rotational axis,determining a difference between a rotational axis of the rotor and thereference rotational axis based on the measurement output, detecting anocclusion condition with respect to the fluid path when the differenceis greater than an occlusion detection threshold, and initiating aremedial action in response to detecting the occlusion condition.

This summary is provided to introduce a selection of concepts in asimplified form that are further described below in the detaileddescription. This summary is not intended to identify key features oressential features of the claimed subject matter, nor is it intended tobe used as an aid in determining the scope of the claimed subjectmatter.

BRIEF DESCRIPTION OF THE DRAWINGS

A more complete understanding of the subject matter may be derived byreferring to the detailed description and claims when considered inconjunction with the following figures, wherein like reference numbersrefer to similar elements throughout the figures, which may beillustrated for simplicity and clarity and are not necessarily drawn toscale.

FIG. 1 depicts an exemplary embodiment of an infusion system;

FIG. 2 is a block diagram of an exemplary control system suitable foruse with a fluid infusion device in one or more embodiments;

FIG. 3 is a flow diagram of an exemplary drive ratio occlusion detectionprocess suitable for implementation in connection with operation of aninfusion device in one or more exemplary embodiments;

FIG. 4 is a graph depicting an exemplary relationship of the duty cycleof the actuation drive cycle with respect to actuation drive cycles inresponse to an occlusion condition in connection with an exemplaryembodiment of the drive ratio occlusion detection process of FIG. 3;

FIG. 5 is a table corresponding to the graph depicted in FIG. 4illustrating an exemplary embodiment of the drive ratio occlusiondetection process of FIG. 3;

FIG. 6 is a flow diagram of an exemplary state-based detection processsuitable for implementation in connection with operation of an infusiondevice in one or more exemplary embodiments;

FIGS. 7-8 depict top plan views of a three-phase motor illustrating thestate-based detection process of FIG. 6 in an exemplary embodiment;

FIG. 9 is a flow diagram of an exemplary test actuation detectionprocess suitable for implementation in connection with operation of aninfusion device in one or more exemplary embodiments;

FIG. 10 is a flow diagram of an exemplary acceleration detection processsuitable for implementation in connection with operation of an infusiondevice in one or more exemplary embodiments;

FIG. 11 is a flow diagram of an exemplary rotor lag detection processsuitable for implementation in connection with operation of an infusiondevice in one or more exemplary embodiments; and

FIG. 12 is a cross-sectional view of a fluid delivery system suitablefor use with an infusion device for detecting an anomalous conditionbased on an orientation of the rotational axis of a rotor in one or moreexemplary embodiments.

DETAILED DESCRIPTION

The following detailed description is merely illustrative in nature andis not intended to limit the embodiments of the subject matter or theapplication and uses of such embodiments. As used herein, the word“exemplary” means “serving as an example, instance, or illustration.”Any implementation described herein as exemplary is not necessarily tobe construed as preferred or advantageous over other implementations.Furthermore, there is no intention to be bound by any expressed orimplied theory presented in the preceding technical field, background,brief summary or the following detailed description.

While the subject matter described herein can be implemented in anyelectronic device that includes an electromechanical actuator, exemplaryembodiments of the subject matter described herein are implemented inconjunction with medical devices, such as portable electronic medicaldevices. Although many different applications are possible, thefollowing description focuses on embodiments that incorporate a fluidinfusion device (or infusion pump) as part of an infusion systemdeployment. That said, the subject matter described herein is notlimited to infusion devices (or any particular configuration orrealization thereof) and may be implemented in an equivalent manner inthe context of other medical devices, such as injection pens (e.g.,smart injection pens) and the like. For the sake of brevity,conventional techniques related to infusion system operation, insulinpump and/or infusion set operation, and other functional aspects of thesystems (and the individual operating components of the systems) may notbe described in detail here. Examples of infusion pumps may be of thetype described in, but not limited to, U.S. Pat. Nos. 4,562,751;4,685,903; 5,080,653; 5,505,709; 5,097,122; 6,485,465; 6,554,798;6,558,320; 6,558,351; 6,641,533; 6,659,980; 6,752,787; 6,817,990;6,932,584; and 7,621,893; each of which are herein incorporated byreference.

Generally, a fluid infusion device includes a motor or other actuationarrangement that is operable to displace a plunger (or stopper) or otherdelivery mechanism to deliver a dosage of fluid, such as insulin, from areservoir provided within the fluid infusion device to the body of apatient. Dosage commands that govern actuation may be generated in anautomated manner in accordance with the delivery control schemeassociated with a particular operating mode, and the dosage commands maybe generated in a manner that is influenced by a current (or mostrecent) measurement of a physiological condition in the body of theuser. For example, in a closed-loop operating mode, dosage commands maybe generated based on a difference between a current (or most recent)measurement of the interstitial fluid glucose level in the body of theuser and a target (or reference) glucose value. In this regard, the rateof infusion may vary as the difference between a current measurementvalue and the target measurement value fluctuates. For purposes ofexplanation, the subject matter is described herein in the context ofthe infused fluid being insulin for regulating a glucose level of a user(or patient); however, it should be appreciated that many other fluidsmay be administered through infusion, and the subject matter describedherein is not necessarily limited to use with insulin.

As described in greater detail below primarily in the context of FIGS.3-12, exemplary embodiments described herein are capable of detecting anocclusion condition in a fluid path without reliance on a force sensor,volume sensor, or other sensing arrangement(s) that are dedicated todetecting occlusion. In this regard, the subject matter described hereinutilizes motor or actuator dynamics, motor or actuator position sensors,or other data or information pertaining to operation of the motor oractuator to detect an occlusion condition. As used herein, an occlusioncondition should be understood as referring to a condition in whichdelivery of fluid along a fluid path is impaired by an obstruction orimpediment along the fluid path. While the subject matter is describedherein primarily in the context of an occlusion condition for purposesof explanation, it will be appreciated that the subject matter could beimplemented in an equivalent manner for a leakage condition (e.g., acondition in which delivery of fluid along a fluid path is impaired by aloss of fluid (or pressure) caused by a degraded seal or a leak in afluid reservoir or elsewhere along the fluid path) or another anomalouscondition with respect to fluid delivery or a drive system associatedtherewith (e.g., jammed, slipped or stripped gears, or other drive trainanomalies). Accordingly, the subject matter described herein is notnecessarily limited to implementation in the context of occlusionconditions.

Infusion System Overview

FIG. 1 depicts one exemplary embodiment of an infusion system 100 thatincludes, without limitation, a fluid infusion device (or infusion pump)102, a sensing arrangement 104, a command control device (CCD) 106, anda computer 108. The components of an infusion system 100 may be realizedusing different platforms, designs, and configurations, and theembodiment shown in FIG. 1 is not exhaustive or limiting. In practice,the infusion device 102 and the sensing arrangement 104 are secured atdesired locations on the body of a user (or patient), as illustrated inFIG. 1. In this regard, the locations at which the infusion device 102and the sensing arrangement 104 are secured to the body of the user inFIG. 1 are provided only as a representative, non-limiting, example. Theelements of the infusion system 100 may be similar to those described inU.S. Pat. No. 8,674,288, the subject matter of which is herebyincorporated by reference in its entirety.

In the illustrated embodiment of FIG. 1, the infusion device 102 isdesigned as a portable medical device suitable for infusing a fluid, aliquid, a gel, or other medicament into the body of a user. In exemplaryembodiments, the infused fluid is insulin, although many other fluidsmay be administered through infusion such as, but not limited to, HIVdrugs, drugs to treat pulmonary hypertension, iron chelation drugs, painmedications, anti-cancer treatments, medications, vitamins, hormones, orthe like. In some embodiments, the fluid may include a nutritionalsupplement, a dye, a tracing medium, a saline medium, a hydrationmedium, or the like.

The sensing arrangement 104 generally represents the components of theinfusion system 100 configured to sense, detect, measure or otherwisequantify a condition of the user, and may include a sensor, a monitor,or the like, for providing data indicative of the condition that issensed, detected, measured or otherwise monitored by the sensingarrangement. In this regard, the sensing arrangement 104 may includeelectronics and enzymes reactive to a biological condition, such as ablood glucose level, or the like, of the user, and provide dataindicative of the blood glucose level to the infusion device 102, theCCD 106 and/or the computer 108. For example, the infusion device 102,the CCD 106 and/or the computer 108 may include a display for presentinginformation or data to the user based on the sensor data received fromthe sensing arrangement 104, such as, for example, a current glucoselevel of the user, a graph or chart of the user's glucose level versustime, device status indicators, alert messages, or the like. In otherembodiments, the infusion device 102, the CCD 106 and/or the computer108 may include electronics and software that are configured to analyzesensor data and operate the infusion device 102 to deliver fluid to thebody of the user based on the sensor data and/or preprogrammed deliveryroutines. Thus, in exemplary embodiments, one or more of the infusiondevice 102, the sensing arrangement 104, the CCD 106, and/or thecomputer 108 includes a transmitter, a receiver, and/or othertransceiver electronics that allow for communication with othercomponents of the infusion system 100, so that the sensing arrangement104 may transmit sensor data or monitor data to one or more of theinfusion device 102, the CCD 106 and/or the computer 108.

Still referring to FIG. 1, in various embodiments, the sensingarrangement 104 may be secured to the body of the user or embedded inthe body of the user at a location that is remote from the location atwhich the infusion device 102 is secured to the body of the user. Invarious other embodiments, the sensing arrangement 104 may beincorporated within the infusion device 102. In other embodiments, thesensing arrangement 104 may be separate and apart from the infusiondevice 102, and may be, for example, part of the CCD 106. In suchembodiments, the sensing arrangement 104 may be configured to receive abiological sample, analyte, or the like, to measure a condition of theuser.

In some embodiments, the CCD 106 and/or the computer 108 may includeelectronics and other components configured to perform processing,delivery routine storage, and to control the infusion device 102 in amanner that is influenced by sensor data measured by and/or receivedfrom the sensing arrangement 104. By including control functions in theCCD 106 and/or the computer 108, the infusion device 102 may be madewith more simplified electronics. However, in other embodiments, theinfusion device 102 may include all control functions, and may operatewithout the CCD 106 and/or the computer 108. In various embodiments, theCCD 106 may be a portable electronic device. In addition, in variousembodiments, the infusion device 102 and/or the sensing arrangement 104may be configured to transmit data to the CCD 106 and/or the computer108 for display or processing of the data by the CCD 106 and/or thecomputer 108.

In some embodiments, the CCD 106 and/or the computer 108 may provideinformation to the user that facilitates the user's subsequent use ofthe infusion device 102. For example, the CCD 106 may provideinformation to the user to allow the user to determine the rate or doseof medication to be administered into the user's body. In otherembodiments, the CCD 106 may provide information to the infusion device102 to autonomously control the rate or dose of medication administeredinto the body of the user. In some embodiments, the sensing arrangement104 may be integrated into the CCD 106. Such embodiments may allow theuser to monitor a condition by providing, for example, a sample of hisor her blood to the sensing arrangement 104 to assess his or hercondition. In some embodiments, the sensing arrangement 104 and the CCD106 may be used for determining glucose levels in the blood and/or bodyfluids of the user without the use of, or necessity of, a wire or cableconnection between the infusion device 102 and the sensing arrangement104 and/or the CCD 106.

In some embodiments, the sensing arrangement 104 and/or the infusiondevice 102 are cooperatively configured to utilize a closed-loop systemfor delivering fluid to the user. Examples of sensing devices and/orinfusion pumps utilizing closed-loop systems may be found at, but arenot limited to, the following U.S. Pat. Nos. 6,088,608, 6,119,028,6,589,229, 6,740,072, 6,827,702, 7,323,142, and 7,402,153 or UnitedStates Patent Application Publication No. 2014/0066889, all of which areincorporated herein by reference in their entirety. In such embodiments,the sensing arrangement 104 is configured to sense or measure acondition of the user, such as, blood glucose level or the like. Theinfusion device 102 is configured to deliver fluid in response to thecondition sensed by the sensing arrangement 104. In turn, the sensingarrangement 104 continues to sense or otherwise quantify a currentcondition of the user, thereby allowing the infusion device 102 todeliver fluid continuously in response to the condition currently (ormost recently) sensed by the sensing arrangement 104 indefinitely. Insome embodiments, the sensing arrangement 104 and/or the infusion device102 may be configured to utilize the closed-loop system only for aportion of the day, for example only when the user is asleep or awake.

FIG. 2 depicts an exemplary embodiment of a control system 200 suitablefor use with an infusion device 202, such as the infusion device 102described above. The control system 200 is capable of controlling orotherwise regulating a physiological condition in the body 201 of apatient to a desired (or target) value or otherwise maintain thecondition within a range of acceptable values in an automated orautonomous manner. In one or more exemplary embodiments, the conditionbeing regulated is sensed, detected, measured or otherwise quantified bya sensing arrangement 204 (e.g., sensing arrangement 104)communicatively coupled to the infusion device 202. However, it shouldbe noted that in alternative embodiments, the condition being regulatedby the control system 200 may be correlative to the measured valuesobtained by the sensing arrangement 204. That said, for clarity andpurposes of explanation, the subject matter may be described herein inthe context of the sensing arrangement 204 being realized as a glucosesensing arrangement that senses, detects, measures or otherwisequantifies the patient's glucose level, which is being regulated in thebody 201 of the patient by the control system 200.

In exemplary embodiments, the sensing arrangement 204 includes one ormore interstitial glucose sensing elements that generate or otherwiseoutput electrical signals (alternatively referred to herein asmeasurement signals) having a signal characteristic that is correlativeto, influenced by, or otherwise indicative of the relative interstitialfluid glucose level in the body 201 of the patient. The outputelectrical signals are filtered or otherwise processed to obtain ameasurement value indicative of the patient's interstitial fluid glucoselevel. In some embodiments, a blood glucose meter 230, such as a fingerstick device, is utilized to directly sense, detect, measure orotherwise quantify the blood glucose in the body 201 of the patient. Inthis regard, the blood glucose meter 230 outputs or otherwise provides ameasured blood glucose value that may be utilized as a referencemeasurement for calibrating the sensing arrangement 204 and converting ameasurement value indicative of the patient's interstitial fluid glucoselevel into a corresponding calibrated blood glucose value. For purposesof explanation, the calibrated blood glucose value calculated based onthe electrical signals output by the sensing element(s) of the sensingarrangement 204 may alternatively be referred to herein as the sensorglucose value, the sensed glucose value, or variants thereof.

Although not illustrated in FIG. 2, practical embodiments of the controlsystem 200 may include one or more additional sensing arrangementsconfigured to sense, detect, measure or otherwise quantify acharacteristic of the body of the patient that is indicative of acondition in the body of the patient. For example, in addition to theglucose sensing arrangement 204, one or more auxiliary sensingarrangements may be worn, carried, or otherwise associated with the body201 of the patient to measure characteristics or conditions that mayinfluence the patient's glucose levels or insulin sensitivity, such as aheart rate sensor (or monitor), a lactate sensor, a ketone sensor, anacceleration sensor (or accelerometer), an environmental sensor, and/orthe like.

In the illustrated embodiment, the pump control system 220 generallyrepresents the electronics and other components of the infusion device202 that control operation of the fluid infusion device 202 according toa desired infusion delivery program in a manner that is influenced bythe sensed glucose value indicating the current glucose level in thebody 201 of the patient. For example, to support a closed-loop operatingmode, the pump control system 220 maintains, receives, or otherwiseobtains a target or commanded glucose value, and automatically generatesor otherwise determines dosage commands for operating anelectromechanical actuator 232 (e.g., a BLDC motor, a BDC motor, astepper motor, a shape-memory alloy actuators, or the like) to displacethe plunger 217 and deliver insulin to the body 201 of the patient basedon the difference between the sensed glucose value and the targetglucose value. In other operating modes, the pump control system 220 maygenerate or otherwise determine dosage commands configured to maintainthe sensed glucose value below an upper glucose limit, above a lowerglucose limit, or otherwise within a desired range of glucose values. Inpractice, the infusion device 202 may store or otherwise maintain thetarget value, upper and/or lower glucose limit(s), insulin deliverylimit(s), and/or other glucose threshold value(s) in a data storageelement accessible to the pump control system 220. As described ingreater detail, in one or more exemplary embodiments, the pump controlsystem 220 automatically adjusts or adapts one or more parameters orother control information used to generate commands for operating theelectromechanical actuator 232 in a manner that accounts for a likelychange in the patient's glucose level or insulin response resulting froma meal, exercise, or other activity.

Still referring to FIG. 2, the target glucose value and other thresholdglucose values utilized by the pump control system 220 may be receivedfrom an external component (e.g., CCD 106 and/or computing device 108)or be input by a patient via a user interface element 240 associatedwith the infusion device 202. In practice, the one or more userinterface element(s) 240 associated with the infusion device 202typically include at least one input user interface element, such as,for example, a button, a keypad, a keyboard, a knob, a joystick, amouse, a touch panel, a touchscreen, a microphone or another audio inputdevice, and/or the like. Additionally, the one or more user interfaceelement(s) 240 include at least one output user interface element, suchas, for example, a display element (e.g., a light-emitting diode or thelike), a display device (e.g., a liquid crystal display or the like), aspeaker or another audio output device, a haptic feedback device, or thelike, for providing notifications or other information to the patient.It should be noted that although FIG. 2 depicts the user interfaceelement(s) 240 as being separate from the infusion device 202, inpractice, one or more of the user interface element(s) 240 may beintegrated with the infusion device 202. Furthermore, in someembodiments, one or more user interface element(s) 240 are integratedwith the sensing arrangement 204 in addition to and/or in alternative tothe user interface element(s) 240 integrated with the infusion device202. The user interface element(s) 240 may be manipulated by the patientto operate the infusion device 202 to deliver correction boluses, adjusttarget and/or threshold values, modify the delivery control scheme oroperating mode, and the like, as desired.

Still referring to FIG. 2, in the illustrated embodiment, the infusiondevice 202 includes an actuator control module 212 coupled to anelectromechanical actuator driver module 214, which, in turn, is coupledto the electromechanical actuator 232 that is operable to displace aplunger 217 in a reservoir and provide a desired amount of fluid to thebody 201 of a patient. In this regard, displacement of the plunger 217results in the delivery of a fluid, such as insulin, that is capable ofinfluencing the patient's physiological condition to the body 201 of thepatient via a fluid delivery path (e.g., via tubing of an infusion set).The electromechanical actuator driver module 214 is coupled between anenergy source 218 and the electromechanical actuator 232, and theactuator control module 212 generates or otherwise provides commandsignals that operate the electromechanical actuator driver module 214 toprovide current (or power) from the energy source 218 to theelectromechanical actuator 232 to displace the plunger 217 in responseto receiving, from a pump control system 220, a dosage commandindicative of the desired amount of fluid to be delivered. It should benoted that FIG. 2 is a simplified representation for purposes ofexplanation, and it will be appreciated that, in practice, the actuator232 may be a component of an actuation arrangement or system thatincludes gears and/or other drive train components that convertrotational motion (e.g., by a rotor of an electric motor) to atranslational displacement of the plunger 217.

In exemplary embodiments, the energy source 218 is realized as a batteryhoused within the infusion device 202 that provides direct current (DC)power. In this regard, the electromechanical actuator driver module 214generally represents the combination of logic circuitry, hardware and/orother electrical components configured to convert or otherwise transferDC power provided by the energy source 218 into alternating electricalsignals applied to inputs of the electromechanical actuator 232 (e.g.,respective phases of the stator windings of a motor) that result incurrent flow that causes the electromechanical actuator 232 to displacethe plunger 217. For example, the actuator driver module 214 maygenerate voltage signals applied to the phases of stator windings of amotor that result in current flow through the stator windings thatgenerates a stator magnetic field and causes a rotor of the motor torotate.

The actuator control module 212 is configured to receive or otherwiseobtain a commanded dosage from the pump control system 220, convert thecommanded dosage to a commanded translational displacement of theplunger 217, and command, signal, or otherwise operate theelectromechanical actuator driver module 214 to cause actuation of theelectromechanical actuator 232 by an amount that produces the commandedtranslational displacement of the plunger 217. For example, when theactuator 232 is realized as a motor, the actuator control module 212 maydetermine an amount of rotation of the rotor required to producetranslational displacement of the plunger 217 that achieves thecommanded dosage received from the pump control system 220. The actuatorcontrol module 212 monitors the current actuation state indicated by theoutput of a sensing arrangement 216 (e.g., the rotational position (ororientation) of the rotor with respect to the stator of a motor that isindicated by a rotor sensing arrangement) and provides one or morecommand signals to the actuator driver module 214 until achieving thedesired amount of actuation, and thereby the desired delivery of fluidto the patient. As described in greater detail below, in someembodiments, the actuator control module 212 may operate the actuator232 to deliver a dosage command using a series or sequences of drivecycles to that provide a corresponding series or sequences of smallerdosages that cumulatively equal the commanded dosage. For example, acommanded dosage of 20 microliters (μL) may be achieved via operatingthe actuator 232 through a series of forty drive cycles, where eachdrive cycle provides a 0.5 μL dosage.

Depending on the embodiment, the actuator control module 212 may beimplemented or realized with a general purpose processor, amicroprocessor, a controller, a microcontroller, a state machine, acontent addressable memory, an application specific integrated circuit,a field programmable gate array, any suitable programmable logic device,discrete or transistor logic, discrete hardware components, or anycombination thereof, designed to perform the functions described herein.In exemplary embodiments, the actuator control module 212 includes orotherwise accesses a data storage element or memory, including any sortof random access memory (RAM), read only memory (ROM), flash memory,registers, hard disks, removable disks, magnetic or optical massstorage, or any other short or long term storage media or othernon-transitory computer-readable medium, which is capable of storingprogramming instructions for execution by the actuator control module212. The computer-executable programming instructions, when read andexecuted by the actuator control module 212, cause the actuator controlmodule 212 to perform or otherwise support the tasks, operations,functions, and processes described herein.

It should be appreciated that FIG. 2 is a simplified representation ofthe infusion device 202 for purposes of explanation and is not intendedto limit the subject matter described herein in any way. In this regard,depending on the embodiment, some features and/or functionality of thesensing arrangement 204 may implemented by or otherwise integrated intothe pump control system 220, or vice versa. Similarly, in practice, thefeatures and/or functionality of the actuator control module 212 mayimplemented by or otherwise integrated into the pump control system 220,or vice versa. Furthermore, the features and/or functionality of thepump control system 220 may be implemented by control electronicslocated in the fluid infusion device 202, while in alternativeembodiments, the pump control system 220 may be implemented by a remotecomputing device that is physically distinct and/or separate from theinfusion device 202, such as, for example, the CCD 106 or the computingdevice 108.

Drive Cycle Occlusion Detection Techniques

Referring now to FIGS. 3-5, in one or more exemplary embodiments, theactuator control module 212 and/or the pump control system 220 iscapable of detecting an occlusion condition in a fluid path downstreamof the plunger 217 based on the relationship between the active portionof a drive cycle for the actuator 232 and the passive portion of thedrive cycle. In this regard, the active portion of the drive cyclecorresponds to the relative duration or percentage of the drive cycleduring which electrical power is applied to the actuator 232 (e.g., viathe driver module 214) to produce rotation or other actuation of theactuator 232, while the passive portion of the drive cycle correspondsto the relative duration or percentage of the drive cycle during whichactuator 232 continues rotating or otherwise actuating the plunger 217after power flow to the actuator 232 is terminated. For example, theactuator control module 212 may be configured to operate the drivermodule 214 to provide current or power to the actuator 232 to initiaterotation or actuation and maintain operation of the actuator 232 for aparticular amount of actuation before removing current or power andallowing the actuator 232 to effectively coast to a stop and achieve anadditional amount of actuation. In this regard, a characteristic driveratio for the actuator 232 is determined and utilized by the actuatorcontrol module 212 to calculate or otherwise determine a duration forthe active portion of the drive cycle that results in a total amount ofactuation corresponding to a commanded dosage.

As described in greater detail below, in response to an occlusioncondition in the fluid path, the force opposing displacement of theplunger 217 produces a corresponding reactionary force that opposesfurther actuation of the actuator 232, which, in turn, decreases thepassive amount of actuation that would otherwise result in the absenceof such resistance. Accordingly, the relationship between the activeamount of actuation and the passive amount of actuation during the drivecycle is monitored or otherwise analyze to detect a change in therelationship that is indicative of an occlusion condition in the fluidpath.

FIG. 3 depicts an exemplary embodiment of a drive ratio detectionprocess 300 suitable for implementation by a control system associatedwith an infusion device to detect an occlusion condition or other fluidpath anomaly based on the relationship between active and passiveportions of a drive cycle intended to deliver a commanded dosage offluid. The various tasks performed in connection with the drive ratiodetection process 300 may be performed by hardware, firmware, softwareexecuted by processing circuitry, or any combination thereof. Forillustrative purposes, the following description refers to elementsmentioned above in connection with FIGS. 1-2. For purposes ofexplanation, the drive ratio detection process 300 may be describedherein primarily in the context of being implemented by the actuatorcontrol module 212 and/or the pump control system 220. It should beappreciated that the drive ratio detection process 300 may include anynumber of additional or alternative tasks, the tasks need not beperformed in the illustrated order and/or the tasks may be performedconcurrently, and/or the drive ratio detection process 300 may beincorporated into a more comprehensive procedure or process havingadditional functionality not described in detail herein. Moreover, oneor more of the tasks shown and described in the context of FIG. 3 couldbe omitted from a practical embodiment of the drive ratio detectionprocess 300 as long as the intended overall functionality remainsintact.

The illustrated drive ratio detection process 300 begins by calculatingor otherwise determining an amount of an upcoming drive cycle foractively applying electrical power to an actuator to achieve a desireddosage of fluid based on a characteristic drive ratio for the actuationsystem (task 302). In this regard, the characteristic drive ratiorepresents the relationship between the amount of actuation expected tobe achieved after electrical power is no longer applied to the actuatorrelative to the amount of actuation achieved while electrical power isactively applied. For example, when the actuator 232 is realized as anelectric motor, the inertia of a rotating rotor may result in the rotorcontinuing rotation and continuing to displace the plunger 217 afterelectrical power is no longer applied to the stator windings until theresistance applied by the plunger 217, friction, and/or otherreactionary forces are sufficient to stop rotation of the rotor. Inexemplary embodiments, the actuator control module 212 uses thecharacteristic drive ratio to calculate or otherwise determine theamount of active actuation based on a commanded dosage to account forthe amount of passive actuation that is likely to result such that thesum of the active and passive actuation amounts corresponds to thecommanded dosage. For example, if the characteristic drive ratioindicates that active actuation results in four times the amount ofpassive actuation (e.g., a ratio of 0.25), the active amount ofactuation may be calculated as one-fifth of the total amount ofactuation required to achieve a commanded dosage. Thus, if 100 encodercounts of actuation of a rotor are required to achieve a commandeddosage, the active amount of actuation may be determined as 20 encodercounts of actuation, with 80 encoded counts of passive actuation beingexpected based on the characteristic drive ratio (e.g., 20/80=0.25). Inexemplary embodiments, the actuator control module 212 stores orotherwise maintains the characteristic drive ratio and dynamicallyupdates or otherwise determines the characteristic drive ratio based onone or more preceding drive cycles, as described in greater detailbelow. Upon initialization or deployment of the infusion device 202, theactuator control module 212 may store a default or referencecharacteristic drive ratio that is subsequently overwritten and/orupdated during operation of the infusion device 202.

After determining the active amount of actuation to be applied, thedrive ratio detection process 300 continues by applying or otherwiseproviding electrical power to the actuator to achieve the determinedamount of actuation (task 304). In this regard, the actuator controlmodule 212 commands, signals, or otherwise operates the actuator drivermodule 214 to apply electrical energy from the energy source 218 to theactuator 232 to achieve the calculated amount of actuation. For example,if the actuator 232 is realized as a motor and the amount of actuationis determined as a number of encoder counts or other incrementalrotations of a rotor of the motor, the actuator control module 212 mayoperate the actuator drive module 214 in a manner that causes the rotorto rotate and monitor the actuator sensing arrangement 216 (e.g., anencoder or other rotor position sensing arrangement) until thedetermined amount of actuation is achieved before commanding orotherwise operating the actuator drive module 214 to cease power flow tothe motor 232. In exemplary embodiments, the actuator 232 is realized asa BLDC or BDC motor and the amount of actuation is determined as aduration of time, where the actuator control module 212 operates theactuator drive module 214 in a manner that causes the rotor of the motorto rotate for the calculated duration of time before commanding orotherwise operating the actuator drive module 214 to cease power flow tothe motor 232.

The drive ratio detection process 300 continues by monitoring thepassive amount of actuation resulting from the active amount ofactuation (task 306). For example, when the actuator 232 is realized asa motor, after ceasing power flow to the stator windings of the motor232, the actuator control module 212 may monitor a rotor positionsensing arrangement 216, such as an encoder, to measure or otherwiseobserve the passive amount of rotation achieved by the rotor after powerwas removed from the stator windings. In other embodiments, the actuatorcontrol module 212 may monitor output of the sensing arrangement 216 totrack or otherwise record the duration of time during which the rotorcontinues rotating after applying electrical power for a calculatedduration of time.

Still referring to FIG. 3, the drive ratio detection process 300calculates or otherwise determines an updated characteristic drive ratiofor the actuator (or actuation system) based on the relationship betweenthe active amount of actuation and the observed amount of passiveactuation (task 308). For example, in one embodiment, the actuatorcontrol module 212 may update the characteristic drive ratio by dividingthe active amount of actuation by the observed or measured amount ofpassive actuation. That said, there are numerous different ways tocalculate, determine, or otherwise represent the relationship betweenthe active and passive amounts of actuation, and the subject matterdescribed herein is not limited to any particular implementation. Theactuator control module 212 may store or otherwise maintain the updatedcharacteristic drive ratio for subsequently determining future commandsfor operating the actuator driver module 214.

The drive ratio detection process 300 analyzes the updatedcharacteristic drive ratio to identify, detect, or otherwise determinewhether an occlusion condition exists based on the updatedcharacteristic drive ratio, and in response to detecting an occlusioncondition, initiating one or more remedial actions (tasks 310, 312). Forexample, in one embodiment, the updated characteristic drive ratio maybe compared to a threshold value indicative of an occlusion condition ina fluid path. As described above, an occlusion in a fluid path resultsin a reactionary force that resists further displacement of the plunger217, which, in turn, opposes further actuation of the actuator 232 viathe mechanical coupling between the actuator 232 and the plunger 217,thereby decreasing the passive amount of actuation that would otherwiseresult in the absence of such resistance. For example, the reactionaryforce by increased fluid resistance may be transferred via the plunger217 and any intervening gears or drive train components to transferforce to the rotor of the electric motor 232 that resists rotation ofthe rotor and thereby increases the rate at which the rotor stopscoasting and comes to rest in the absence of power applied to the statorwindings. Thus, the threshold value may then be calculated or otherwisedetermined as a drive ratio value that indicates a decrease in thepassive amount of actuation relative to the active amount of actuationthat is sufficiently likely to be attributable to an occlusion conditionrather than variations in friction or other transient conditions.

In other embodiments, the drive ratio detection process 300 may analyzechange or rate of change in the characteristic drive ratio acrosssuccessive drive cycles to detect or otherwise identify when thecharacteristic drive ratio changes at a rate that is unlikely to beattributable to variations in friction or other transient conditions. Insome embodiments, an occlusion condition may be detected when the changein the characteristic drive ratio across successive drive cycles isgreater than a threshold value. In yet other embodiments, a matchedfilter may be utilized to detect an occlusion condition based on changesin the characteristic drive ratio across successive drive cycles. Inthis regard, the impulse response of the matched filter corresponds toor otherwise matches the expected (or anticipated) decrease in theamount of passive actuation when an occlusion condition exists or isotherwise exhibited. For example, in a similar manner as described inU.S. Pat. No. 9,402,949, the expected decrease in passive actuation inresponse to a fluid path occlusion provides a known signal response ortemplate used to generate finite impulse response (FIR) filtercoefficient values for the matched filter such that the impulse responseof the matched filter reflects a reversed version of the expectedcharacteristic drive ratio changes with respect to drive cycle. Theactuator control module 212 may apply the matched filter to a sequenceof characteristic drive ratios determined from preceding drive cycles tocalculate or otherwise determine a filtered output as a function of thesequence of characteristic drive ratio values using the matched filtercoefficients. The actuator control module 212 may then detect orotherwise identify an occlusion condition when the filtered output isgreater than an occlusion threshold value.

When the actuator control module 212 detects an occlusion condition, theactuator control module 212 provides a notification of the fluid pathocclusion to the pump control system 220 or another supervisory systemor module (e.g., the CCD 106 and/or the computer 108). For example, theactuator control module 212 may generate an interrupt signal that ishandled by the pump control system 220, which, in turn generates orotherwise provides one or more user notifications or alerts of theocclusion condition via the user interface 240 or another device (e.g.,the CCD 106 and/or computing device 108). In practice, the pump controlsystem 220 and/or the actuator control module 212 may perform otherocclusion detection techniques, where the occlusion notificationgenerated based on the drive ratio is utilized verify, confirm, orotherwise augment the other occlusion detection algorithms and/ortechniques performed by the pump control system 220 and/or the actuatorcontrol module 212.

In the absence of detecting an occlusion condition, the loop defined bytasks 302, 304, 306, 308 and 310 repeats to deliver fluid in accordancewith the updated characteristic drive ratio. In this regard, as thecharacteristic drive ratio fluctuates up or down due to variations infriction or other transient conditions that influence the amount ofpassive actuation, the active amount of actuation for subsequent drivecycles may be adjusted accordingly to compensate for previous over-and/or under-delivery of fluid. In one or more embodiments, in responseto detecting an occlusion condition, the remedial action initiated bythe detection process 300 is the performance of another occlusiondetection process to validate, verify, or otherwise confirm theexistence of the occlusion condition, thereby minimizing the likelihoodof false positives, as described in greater detail below.

FIG. 4 depicts an exemplary graph of characteristic drive ratio valueswith respect to successive drive cycles and FIG. 5 is a correspondingtable of drive cycle information for a scenario where an occlusioncondition occurs or is otherwise introduced into the fluid path beforeor during the sixth drive cycle. In this regard, FIGS. 4-5 depict asituation where an infusion device (e.g., infusion device 102, 202) thatincrementally delivers insulin dosages in 0.5 μL it increments using amotor (e.g., actuator 232) where rotation of the rotor of the motorthrough 100 encoder counts corresponds to delivery of 0.5 μL of insulin.

For the first drive cycle, based on the initial characteristic driveratio for the motor, the motor control module (e.g., actuator controlmodule 212) calculates or otherwise determines an active amount ofactuation of 22 encoder counts is expected to result in a totalactuation of 100 encoder counts (e.g., task 302). Thereafter, the motorcontrol module applies electrical power to the motor to actuate therotor through 22 encoder counts (e.g., task 304) and then monitoring theencoder output to identify a passive amount of actuation of 80 encodercounts (e.g., task 306) before the motor coasts to a stop, resulting ina total number of encoder counts of 102. The updated characteristicdrive ratio is determined by dividing the active amount of encodercounts by the number of observed passive encoder counts (e.g.,22/80=0.28) (e.g., task 308). When the drive ratio is less than anocclusion threshold value, the motor control module calculates orotherwise determines an active amount of actuation of 19 encoder countsfor the next cycle based on the updated characteristic drive ratio. Theactive amount of actuation may also be determined in a manner thataccounts for any over- or under-delivery of fluid during the precedingdrive cycle. The motor control module continues operating the motor byapplying input electrical power to the stator windings to achieve theactive amount of actuation and then monitoring the resulting passiveamount of actuation once electrical power is no longer applied toidentify or otherwise detect presence of an occlusion condition.

In the illustrated scenario of FIGS. 4-5, an occlusion condition occursbefore or during the sixth drive cycle, which results in the passiveamount of actuation decreasing and the ratio of the active amount ofactuation to the passive amount of actuation correspondingly increasingover successive cycles. For example, the passive amount of actuation mayprogressively decrease as the fluid path progressively becomes moreobstructed and/or the reactionary force on the plunger progressivelyincreases. As illustrated, the reduction in the amount of passiveencoder counts per drive cycle results in a corresponding increase thecharacteristic drive ratio (e.g., the ratio of the active encoder countsto passive encoder counts). The increase in the drive ratio (or thedecrease in the ratio of passive actuation to active actuation) combinedwith the amount of under-delivery results in the active amount ofactuation increasing for the next drive cycle, which, in turn, resultsin an increased amount of reactionary fluid resistance forces on theplunger 217, which then further decreases the amount of passiveactuation, such that the characteristic drive ratio increases relativelyquickly after the occlusion condition as illustrated in FIGS. 4-5.

As described above, in some embodiments, the occlusion condition may bedetected when the characteristic drive ratio exceeds a threshold value.For example, the occlusion detection threshold value may be set to avalue of 0.4, which results in the occlusion condition being detectedafter the eight drive cycle results in an updated characteristic driveratio of 0.5. It should be noted that there are numerous different waysin which the occlusion detection threshold value may be determined, andthe subject matter described herein is not limited to any particulartechnique. By way of example, the occlusion detection threshold valuemay be statistically determined based on previous or historicalcharacteristic drive ratio values (e.g., relative to a mean or mediancharacteristic drive ratio value using one or more statistical metricscharacterizing the distribution of the characteristic drive ratiovalues) to arrive at an occlusion detection threshold value that isunlikely to be attributable to normal variations or result in falsepositives.

In another embodiment, the relationship between characteristic driveratio and drive cycle depicted in FIGS. 4-5 may be utilized as the knownresponse or template utilized to generate a matched filter coefficientvalues such that the impulse response of a matched filter reflects areversed version of the expected occlusion-induced increase to thecharacteristic drive ratio with respect to drive cycle. The matchedfilter may then be applied to the sequence of characteristic driveratios to quickly detect (e.g., after the seventh drive cycle) andrespond to the occlusion condition once the filtered output exceeds adetection threshold. It should be noted that the subject matter is notlimited to matched filters, and in practice, more than one filter may beutilized, with different filters having different filter coefficients orcharacteristics for detecting different anomalous conditions. In someembodiments, different filter configurations may be utilized dependingon the status or state of the infusion device 202 or the control system200.

Although FIGS. 4-5 depict the active and passive amounts of actuation interms of a number of incremental rotations of a rotor (e.g., encodercounts), the subject matter may be implemented in an equivalent mannerfor active and passive amounts of actuation in other domains. Forexample, for the first drive cycle, the active amount of actuation maybe determined as a duration of time for applying input power to theactuator (e.g., 22 milliseconds) that is expected to result in a totalduration of actuation (e.g., 100 milliseconds) that achieves a desireddelivery of insulin. Thereafter, the motor control module applieselectrical power to the actuator to operate the actuator for thedetermined duration of time before removing the input power andmonitoring the remaining duration of passive actuation that occursbefore the actuator stops, with the updated characteristic drive ratiobeing determined by dividing the active duration of actuation by thepassive duration of actuation and then being analyzed using an occlusiondetection threshold, a matched filter, or the like to detect anocclusion condition.

Actuation State-Based Detection Techniques

Referring now to FIGS. 6-9, in one or more exemplary embodiments, theactuator control module 212 and/or the pump control system 220 iscapable of detecting an occlusion condition in a fluid path downstreamof the plunger 217 based on one or more measurements obtained from theactuator sensing arrangement 216. In this regard, the force caused by anocclusion condition resisting displacement of the plunger 217 is capableof influencing the actuation state (or position) of the actuator 232relative to an expected or commanded actuation state (or position).Accordingly, an occlusion condition may be detected based on therelationship between a commanded actuation state and a measuredactuation state obtained via the actuator sensing arrangement 216.

For example, in one or more exemplary embodiments, the actuator 232 maybe realized as a BLDC motor or another direct current (DC) motor that iscommanded to produce a particular amount of actuation during a drivecycle and maintain the resulting actuation state between drive cycles.When an occlusion condition exists in a fluid path downstream of theplunger 217, the increased reactionary force applied to the plunger 217by the downstream fluid relative to anon-occluded state is transferredto the rotor and results in a different final actuation state of therotor compared to if there were not an occlusion. Accordingly, theactuator sensing arrangement 216 may be realized as a position sensingarrangement capable of measuring the position or actuation state of theBLDC motor rotor to allow an occlusion condition to be detected when thedifference between the measured position (or state) and thepreviously-commanded position (or state) is greater than an occlusiondetection threshold.

For purposes of explanation, FIGS. 6-8 may be described herein in thecontext of the actuator 232 being realized as a BLDC motor; however, itshould be noted that the subject matter is not limited to BLDC motorsand may be implemented in an equivalent manner for other types of motorsor actuators. Additionally, the subject matter may be described hereinin the context of the actuator sensing arrangement 216 being realized asa Hall effect position sensing arrangement including one or more Halleffect sensors; however, it should be noted that the subject matter isnot limited to Hall effect sensors and may be implemented in anequivalent manner using rotary encoders, resolvers, or other types ofposition sensors.

FIG. 6 depicts an exemplary embodiment of a state-based detectionprocess 600 suitable for implementation by a control system associatedwith an infusion device to detect an occlusion condition or other fluidpath anomaly based on the relationship between a measured actuationstate and a commanded actuation state for an actuator. The various tasksperformed in connection with the state-based detection process 600 maybe performed by hardware, firmware, software executed by processingcircuitry, or any combination thereof. For illustrative purposes, thefollowing description refers to elements mentioned above in connectionwith FIGS. 1-2. For purposes of explanation, the state-based detectionprocess 600 may be described herein primarily in the context of beingimplemented by the actuator control module 212 and/or the pump controlsystem 220. It should be appreciated that the state-based detectionprocess 600 may include any number of additional or alternative tasks,the tasks need not be performed in the illustrated order and/or thetasks may be performed concurrently, and/or the state-based detectionprocess 600 may be incorporated into a more comprehensive procedure orprocess having additional functionality not described in detail herein.Moreover, one or more of the tasks shown and described in the context ofFIG. 6 could be omitted from a practical embodiment of the state-baseddetection process 600 as long as the intended overall functionalityremains intact.

Referring to FIG. 6, with continued reference to FIG. 2, the state-baseddetection process 600 initializes or otherwise begins by calculating orotherwise determining an amount of actuation to be providedcorresponding to a desired dosage command (task 602). For example, inthe context of a BLDC motor 232, the pump control system 220 may providean amount of fluid to be delivered to the motor control module 212,which, in turn, converts the commanded dosage into a correspondingdegree of commanded motor rotations to achieve displacement of theplunger 217 corresponding to that commanded amount of fluid. Thereafter,the state-based detection process 600 continues by providing inputelectrical power to the actuator to change the actuation state andachieve the commanded amount of actuation (task 604). For example, themotor control module 212 may signal, command, instruct, or otherwiseoperate the motor driver module 214 to sequentially apply voltage and/orcurrent from the energy source 218 to the various sets of statorwindings of the BLDC motor 232 in the appropriate order to cause rotorof the BLDC motor 232 rotate by the commanded number of motor rotationsfrom the initial position or state of the rotor.

After operating the actuator, the state-based detection process 600measures, obtains, or otherwise identifies the final actuation state atthe end of the drive cycle before removing input electrical power fromthe actuator (tasks 606, 608). For example, after operating the drivermodule 214 to sequentially apply power to subsets of the stator windingsof the BLDC motor 232 to advance the rotor through the number of degreescorresponding to the commanded dosage, the motor control module 212 mayobtain the measured position or state of the rotor from the rotorsensing arrangement 216 while maintaining the final configuration of themotor driver module 214 to maintain the rotor in a substantiallystationary position while obtaining the measured position. In otherembodiments, the motor control module 212 may simply identify the finalactuation state as the final commutation state provided by the motordriver module 214 at the end of the drive cycle. After obtaining thefinal (or commanded) actuation state corresponding to the end of thedrive cycle, the motor control module 212 commands, signals, orotherwise instructs the motor driver module 214 to cease providingelectrical power to the stator windings of the motor 232, for example,by opening switching elements of the motor driver module 214 to isolatethe stator windings from the energy source 218. Thereafter, the motorcontrol module 212 and/or motor driver module 214 may maintain thestator windings in a de-energized state until the next drive cycle.

When the state-based detection process 600 identifies the start of anext drive cycle, the state-based detection process 600 measures,obtains, or otherwise identifies the initial actuation state at thestart of the drive cycle and verifies or otherwise confirms thedifference between the initial actuation state and the final actuationstate from the preceding drive cycle is less than an occlusion detectionthreshold prior to operating the actuator (tasks 610, 612, 614). Forexample, in response to receiving a dosage command from the pump controlsystem 220, the motor control module 212 may obtain a currentmeasurement of the position or state of the rotor from the rotor sensingarrangement 216 prior to operating the motor driver module 214 toimplement the dosage command. In this regard, in response to anocclusion condition, the reactionary force applied to the plunger 217opposing displacement in the actuation direction may be transferred backto the rotor of the BLDC motor 232 (e.g., via gears or other drive traincomponents) and cause displacement of the rotor in the reverse directionopposite the actuation direction once input power is no longer appliedto the stator windings of the motor 232. Thus, when the differencebetween the measured rotor position at the start of a drive cycle andthe measured rotor position at the end of the preceding drive cycle isgreater than a threshold amount, the motor control module 212 detects orotherwise identifies an occlusion condition. In a similar manner asdescribed above, the occlusion threshold value may be chosen based onthe resolution of the sensing arrangement 216 and/or other factors toaccount for potential transient variations to minimize the probabilityor likelihood of false positives.

As described above, in response to detecting an occlusion condition, thestate-based detection process 600 may initiate or otherwise perform oneor more remedial actions (task 616). For example, the actuator controlmodule 212 may generate an interrupt signal that is handled by the pumpcontrol system 220, which, in turn generates or otherwise provides oneor more user notifications or alerts of the occlusion condition via theuser interface 240 or another device. In the absence of detecting anocclusion condition, the loop defined by tasks 602, 604, 606, 608, 610,612 and 614 repeats to continually monitor the actuation state orposition of the actuator 232 before and after each drive cycle to detectan occlusion condition based on changes in the actuation state orposition between drive cycles.

FIGS. 7-8 depict a top plan view of a BLDC motor 700 and rotor sensingarrangement 710 suitable for use with the state-based detection process600 of FIG. 6. The BLDC motor 700 includes a permanent magnet rotor 702and three sets of stator windings 704 to which a voltage or current maybe applied in a sequence of commutation states based on the orientationof the permanent magnet rotor 702 to rotate the rotor 702 by a desiredamount of actuation (e.g., a desired rotation) in a fluid deliverydirection 720. Although not illustrated, the rotor 702 may engage gearsor other drive train components that translate the rotationaldisplacement of the rotor 702 into linear displacement of a plunger(e.g., plunger 217), as will be appreciated in the art. In theillustrated embodiment, the sensing arrangement 710 includes three Halleffect sensors 712, 714, 716 positioned between adjacent pairs of statorwindings 704 to detect or otherwise indicate the orientation of therotor 702. For example, FIG. 7 may depict the final actuation state (orcommutation state) of the rotor 702 where the rotor 702 is aligned suchthat Hall effect sensors 712, 716 produce an output signal indicative ofa magnetic north pole of the permanent magnet rotor 702 and the Halleffect sensor 714 produces an output signal indicative of the magneticsouth pole of the rotor 702.

Referring to FIG. 8, with continued reference to FIGS. 6-7, afterremoving input power to the stator windings 704, an occlusion conditionmay exert a force on the plunger 217 that resists displacement in theactuation direction, which, in turn, is transferred back to the rotor702 to rotate the rotor 702 in the reverse direction when the inputpower is removed and the stator windings 704 are de-energized.Thereafter, at the start of the next drive cycle, the motor controlmodule 212 may obtain a measured position or state of the rotor 702 fromthe sensing arrangement 710, where only the Hall effect sensor 716produces an output signal indicative of the magnetic north pole and theother two Hall effect sensors 712, 714 produce an output signalindicative of the magnetic south pole of the rotor 702 (e.g., task 612).When the difference (e.g., angular displacement 800) between thepreviously obtained final actuation state at the end of the precedingdrive cycle depicted in FIG. 7 and the current actuation state uponinitiation of the next drive cycle depicted in FIG. 8 is greater than anocclusion detection threshold, the motor control module 212 may detectan occlusion condition and initiate one or more remedial actions asdescribed above.

In other embodiments, the actuator 232 may be energized and de-energizedindependent of a drive cycle to test or probe for a potential occlusioncondition. In this regard, FIG. 9 depicts an exemplary embodiment of atest actuation detection process 900 suitable for implementation by acontrol system associated with an infusion device to detect an occlusioncondition or other fluid path anomaly based on the relationship betweena measured actuation state and a reference actuation state for anactuator. The various tasks performed in connection with the testactuation detection process 900 may be performed by hardware, firmware,software executed by processing circuitry, or any combination thereof.For illustrative purposes, the following description refers to elementsmentioned above in connection with FIGS. 1-2 and 7-8. For purposes ofexplanation, the test actuation detection process 900 may be describedherein primarily in the context of being implemented by the actuatorcontrol module 212 and/or the pump control system 220. It should beappreciated that the test actuation detection process 900 may includeany number of additional or alternative tasks, the tasks need not beperformed in the illustrated order and/or the tasks may be performedconcurrently, and/or the test actuation detection process 900 may beincorporated into a more comprehensive procedure or process havingadditional functionality not described in detail herein. Moreover, oneor more of the tasks shown and described in the context of FIG. 9 couldbe omitted from a practical embodiment of the test actuation detectionprocess 900 as long as the intended overall functionality remainsintact.

The test actuation detection process 900 begins by measuring, obtaining,or otherwise identifying an initial resting actuation state of theactuator prior to applying or otherwise providing a reference amount ofinput power to the actuator to actuate the actuator from the initialactuation state (tasks 902, 904). In this regard, the reference amountof input power is chosen to be an amount of voltage and/or current to beapplied that is unlikely to result in delivery of fluid but sufficientto achieve a measurable amount of displacement or rotation of a rotor orother actuatable component in the absence of an occlusion condition, forexample, due to slack, compliance or other tolerances within the drivetrain or other linkages between the actuator 232 and the plunger 217(e.g., deflection or other bending of gears, reservoir expansion, and/orthe like). For example, referring to FIGS. 7-8, the reference amount ofinput power may be chosen to be an amount that is sufficient to resultin at least one Hall effect sensor 712, 714, 716 changing its state inthe absence of an occlusion condition but less than the amount of powerthat would result in two of the Hall effect sensors 712, 714, 716changing states. That said, in other embodiments, the reference amountof input power may be chosen to be the amount of input power required toovercome static friction and/or other forces to initiate rotation of therotor or otherwise start the motor 232. Based on the initial commutationstate of the motor 232, 700, the reference voltage and/or current isapplied to the appropriate subset of stator windings 704 that wouldotherwise advance the position of the rotor 702 in the fluid deliverydirection.

While the reference amount of power is applied, the test actuationdetection process 900 measures, obtains, or otherwise identifies theresulting actuation state for the actuator (task 906). In this regard,the motor control module 212 may obtain the measured position of therotor 702 of the motor 232, 700 via the rotor sensing arrangement 216,710 while the reference input power is applied to the motor 232, 700before operating the motor driver module 214 to remove the input powerand de-energize the stator windings 704.

Thereafter, the test actuation detection process 900 detects orotherwise identifies whether an occlusion condition exists based on themeasured amount of actuation resulting from the applied reference power(task 908). In this regard, when an occlusion condition exists, thereactionary force on the plunger 217 may eliminate the slack in thedrive train that may otherwise be present when the motor 232 is in ade-energized state, such that the amount of rotation or actuation inresponse to the reference input power is reduced relative to what itwould otherwise be in the absence of an occlusion condition. In oneembodiment, an occlusion condition is detected when the differencebetween the measured actuation state while the reference input power wasapplied to the motor 232 and the initial resting actuation state is lessthan a threshold amount of actuation that should otherwise occur in theabsence of an occlusion condition. For example, if the reference inputpower fails to result in any of the Hall effect sensors 712, 714, 716changing their states, the motor control module 212 may determine thatan occlusion condition exists. In response to detecting an occlusioncondition, the test actuation detection process 900 may initiate orotherwise perform one or more remedial actions in a similar manner asdescribed above (task 910). Depending on the embodiment, the testactuation detection process 900 could be performed in between drivecycles, prior to each drive cycle, on a periodic basis (e.g., hourly),or in response to some other stimulus, and the subject matter describedherein is not limited to any particular means or manner for schedulingor triggering the test actuation detection process 900.

Motor Dynamics Detection Techniques

Referring now to FIGS. 10-11, in one or more exemplary embodiments, theactuator control module 212 and/or the pump control system 220 iscapable of detecting an occlusion condition in a fluid path downstreamof the plunger 217 based on changes in the dynamics of the actuator 232.For example, when the actuator 232 is realized as a motor, the forcecaused by an occlusion condition resisting displacement of the plunger217 is capable of influencing the acceleration or rotational velocity ofthe rotor. Accordingly, an occlusion condition may be detected based onchanges to the rotor dynamics by monitoring the measured rotor positionoutput by the rotor sensing arrangement 216. For purposes ofexplanation, the subject matter of FIGS. 10-11 is described in thecontext of the actuator 232 being realized as a motor and the actuatorsensing arrangement 216 being realized as a rotor sensing arrangement,however, it should be appreciated that the subject matter is notnecessarily so limited and could be implemented in an equivalent mannerfor other actuators and/or sensors.

FIG. 10 depicts an exemplary embodiment of an acceleration detectionprocess 1000 suitable for implementation by a control system associatedwith an infusion device to detect an occlusion condition or other fluidpath anomaly based on acceleration changes. The various tasks performedin connection with the acceleration detection process 1000 may beperformed by hardware, firmware, software executed by processingcircuitry, or any combination thereof. For illustrative purposes, thefollowing description refers to elements mentioned above in connectionwith FIGS. 1-2. For purposes of explanation, the acceleration detectionprocess 1000 may be described herein primarily in the context of beingimplemented by the actuator control module 212 and/or the pump controlsystem 220. It should be appreciated that the acceleration detectionprocess 1000 may include any number of additional or alternative tasks,the tasks need not be performed in the illustrated order and/or thetasks may be performed concurrently, and/or the acceleration detectionprocess 1000 may be incorporated into a more comprehensive procedure orprocess having additional functionality not described in detail herein.Moreover, one or more of the tasks shown and described in the context ofFIG. 10 could be omitted from a practical embodiment of the accelerationdetection process 1000 as long as the intended overall functionalityremains intact.

The illustrated acceleration detection process 1000 initializes orotherwise begins by operating the actuator to achieve a desired deliveryof fluid and calculating or otherwise determining accelerationparameters for the drive cycle based on the output of the actuatorsensing arrangement (tasks 1002, 1004). For example, while the motorcontrol module 212 operates the motor driver module 214 to actuate therotor of the motor 232 by an amount configured to deliver a desireddosage of fluid, the output of the rotor sensing arrangement 216 may becontinually monitored or sampled to obtain a sequence of measured rotorpositions, which, in turn may be utilized to calculate or otherwisedetermine one or more acceleration parameters for the rotor during thedrive cycle. Based on the changes in the measured rotor position acrosssuccessive samples, a corresponding measured acceleration value can bedetermined, which, in turn may be stored in association with therespective sample. In this regard, the motor control module 212 mayobtain a sequence of measured acceleration values that characterize thedynamics of the rotor during the preceding drive cycle. In variousembodiments, the sequence of measured acceleration values may also beanalyzed to identify or otherwise determine the maximum forwardacceleration value during the drive cycle, the maximum reverseacceleration (or deceleration) value during the cycle, and/or the like.

The acceleration detection process 1000 identifies or otherwise obtainsone or more reference acceleration parameters for the rotor and thendetects or otherwise identifies the presence of an occlusion conditionbased on a relationship between reference acceleration parameter(s) andthe measured acceleration parameter(s) for the preceding drive cycle(tasks 1006, 1008). When the observed or measured acceleration isindicative of an occlusion condition, the acceleration detection process1000 initiates one or more remedial actions as described above (task1010).

In one or more embodiments, the dynamics of the motor 232 during anon-occluded state may be characterized for a particular combination ofenergy source voltage level, driver module switching frequency, rotorposition sampling frequency, and/or the like by operating the motor 232with a non-occluded fluid path to identify nominal or characteristicvalues for the maximum forward acceleration value, the maximumdeceleration value, and/or the like. In some embodiments, where themotor 232 is operated to deliver fluid via a series of fixed drivecycles (e.g., 0.5 μL dosages) the motor 232 may be characterized toobtain a reference sequence of acceleration values for a complete drivecycle for delivering that fixed dosage without an occlusion condition.

To detect an occlusion condition, the motor control module 212 comparesthe measured acceleration parameters for the preceding drive cycle tothe reference acceleration parameters and detects an occlusion conditionbased on the difference. For example, if the maximum forwardacceleration during the preceding drive cycle is less than the referencemaximum forward acceleration during a non-occluded drive cycle by morethan a detection threshold amount, the motor control module 212 maydetect an occlusion condition. In this regard, the detection thresholdmay be chosen to be an amount that is unlikely to be attributable tovariations in friction or other transient conditions. Additionally, oralternatively, if the maximum deceleration during the preceding drivecycle is greater than the average or nominal maximum deceleration duringa non-occluded drive cycle by more than a deceleration detectionthreshold amount, the motor control module 212 may detect an occlusioncondition. In this regard, the reactionary force generated by anocclusion condition may cause the rotor to decelerate faster than normalfor a non-occluded state.

As another example, an occlusion condition could be detected based onthe difference between the sequence of measured acceleration values forthe preceding drive cycle and the reference sequence of accelerationvalues. In this regard, the reference sequence of acceleration valuesmay function as a template signal for the characteristic accelerationdynamics of the rotor in a non-occluded state, where sufficientdeviations in the measured acceleration signal relative to the referenceacceleration signal are indicative of an occlusion condition. Forexample, in response to an occlusion condition providing a forceresisting displacement of the plunger 217, the forward accelerationvalues throughout the drive cycle are likely to be reduced relative to anon-occluded state, while the deceleration values throughout the drivecycle are likely to be increased relative to a non-occluded state. Thus,the amount or degree to which the sequence of measured accelerationvalues for the preceding drive cycle is shifted down relative to thereference sequence of acceleration values may be monitored by the motorcontrol module 212 and utilized to detect an occlusion condition. Itshould be noted that any number of different acceleration-basedocclusion detection references or criteria may be utilized incombination with one another, for example, to minimize or eliminatefalse positives by requiring both the measured forward acceleration andthe measured deceleration to confirm or otherwise indicate an occlusioncondition.

In one or more embodiments, the acceleration detection process 1000 maybe performed to validate, verify, or otherwise confirm presence of anocclusion condition detected using the drive ratio detection process300, the state-based detection process 600, and/or the test actuationprocess 900. In this regard, the acceleration detection process 1000 maybe configured or otherwise performed in the context of a motor rewind orother actuation in the direction opposite the fluid delivery directionof actuation. For example, the test actuation process 900 may beperformed between drive cycles to initially detect an occlusioncondition. To confirm the occlusion condition, the accelerationdetection process 1000 may be automatically initiated or otherwiseperformed in connection with a rewind of the motor 232 to validate theocclusion detection. In this regard, the motor control module 212operates the motor driver module 214 to rotate the rotor of the motor232 in the direction opposite the delivery direction to retract theplunger 217. During the rewind, the output of the rotor sensingarrangement 216 may be continually monitored or sampled to obtain asequence of measured rotor positions, which, in turn may be utilized tocalculate or otherwise determine one or more acceleration parameters forthe rotor during the rewind operation. The observed or measured rewindacceleration parameters may then be compared to reference rewindacceleration parameters to validate the occlusion condition, forexample, when the measured maximum rotor acceleration in the rewinddirection is greater than a reference maximum rotor acceleration in therewind direction, and/or the like.

When the acceleration detection process 1000 is used to validate orconfirm an occlusion condition detected using another detection process300, 600, 900, such other process 300, 600, 900 may forgo initiating aremedial action until it is confirmed via the acceleration detectionprocess 1000. In this regard, when the acceleration detection process1000 does not detect an occlusion condition during the rewind operation,the acceleration detection process 1000 may effectively suppress orotherwise override the remedial action that would have otherwise beeninitiated by another detection process 300, 600, 900. Moreover, in theabsence of an occlusion condition, the motor control module 212 may beconfigured to rotate the rotor of the motor 232 in the fluid deliverydirection to advance the plunger 217 back towards its initial state atthe start of the acceleration detection process 1000 (e.g., the rotorposition at the end of the preceding drive cycle).

FIG. 11 depicts an exemplary embodiment of a rotor lag detection process1100 suitable for implementation by a control system associated with aninfusion device to detect an occlusion condition or other fluid pathanomaly based on rotor dynamics. The various tasks performed inconnection with the rotor lag detection process 1100 may be performed byhardware, firmware, software executed by processing circuitry, or anycombination thereof. For illustrative purposes, the followingdescription refers to elements mentioned above in connection with FIGS.1-2. For purposes of explanation, the rotor lag detection process 1100may be described herein primarily in the context of being implemented bythe actuator control module 212 and/or the pump control system 220. Itshould be appreciated that the rotor lag detection process 1100 mayinclude any number of additional or alternative tasks, the tasks neednot be performed in the illustrated order and/or the tasks may beperformed concurrently, and/or the acceleration detection process 1000may be incorporated into a more comprehensive procedure or processhaving additional functionality not described in detail herein.Moreover, one or more of the tasks shown and described in the context ofFIG. 11 could be omitted from a practical embodiment of the rotor lagdetection process 1100 as long as the intended overall functionalityremains intact.

The illustrated rotor lag detection process 1100 initializes orotherwise begins by operating the motor to achieve a desired delivery offluid, and while operating the motor, continually identifying orotherwise determining an expected rotor position, a measured rotorposition, and whether the difference between the expected rotor positionand the measured rotor position is greater than an occlusion detectionthreshold (tasks 1102, 1104, 1106, and 1108). In this regard, the rotorlag detection process 1100 may be implemented in connection with astepper motor, brushless direct current (BLDC) motor, or otherelectrically commutated motor where the stator windings are sequentiallyenergized and/or de-energized based on the position of the rotor. Thus,based on the angular position or orientation of the rotor provided bythe rotor sensing arrangement 216, the motor control module 212 operatesthe motor driver module 214 to provide input power to an appropriatesubset of the stator windings of the motor 232 to rotate the rotor inthe actuation direction from the current angular position. When anocclusion condition exists, the reactionary force on the plunger 217causes the rotor position to lag the expected position for the rotorbased on the commutation state of the of the motor 232. Accordingly,when the difference between measured rotor position and the expectedposition of the rotor during operation of the motor is greater than anocclusion detection threshold, the rotor lag detection process 1100detects an occlusion condition and initiates a remedial action in asimilar manner as described above (task 1110).

For example, in one embodiment, the expected rotor position isdetermined based on the commutation state of the stator windings of themotor 232. In this regard, the actuator control module 212 may detect anocclusion condition when the difference between the angular position ororientation of the rotating magnetic field corresponding to thecommutation state and the observed or measured angular position ororientation of the rotor obtained via the rotor position sensingarrangement 216 is greater than an occlusion detection threshold. In yetother embodiments, an expected angular position or orientation of therotor may be determined relative to or based on the angular position ororientation of the rotating magnetic field corresponding to thecommutation state, where the difference between the expected rotorposition and the measured rotor position provided by the rotor sensingarrangement 216 indicates the amount by which the rotor lags theexpected rotor position. In a similar manner, when the amount of lagbetween the expected rotor position and the measured or observed rotorposition is greater than a threshold amount that is unlikely to beattributable to variations in friction or other transient conditions,the actuator control module 212 detects an occlusion condition andprovides a corresponding indication to the pump control system 220, theuser interface 240, and/or the like.

It should be noted that similar to the acceleration detection process1000, the rotor lag detection process 1100 may be implemented inconnection with one or more other occlusion detection processes 300,600, 900. For example, the rotor lag detection process 1100 and thestate-based detection process 600 and/or the test actuation detectionprocess 900 may be implemented in concert with one another in thecontext of a stepper motor, brushless direct current (BLDC) motor, orother electrically commutated motor. In this regard, the rotor lagdetection process 1100 may be performed to provide an initial indicationof an occlusion condition during a drive cycle, while the state-baseddetection process 600 and/or the test actuation detection process 900 isperformed prior to the next drive cycle to confirm validity of theocclusion condition detected by the rotor lag detection process 1100.

Occlusion Detection Based on Rotor Axis Tilting

Referring now to FIG. 12, in one or more exemplary embodiments, theactuator control module 212 and/or the pump control system 220 iscapable of detecting an occlusion condition in a fluid path downstreamof the plunger 217 based on changes in the physical orientation of theactuator 232. For example, when the actuator 232 is realized as a motor,the reactionary force caused by an occlusion condition resistingdisplacement of the plunger 217 increases the torque on the gears orother drive train components, which, in turn may generate a forcecapable of shifting or otherwise altering the physical orientation ofthe rotor. In this regard, an increase in torque between gears resultsin a force that repels the gears from one another due to the shape orform of the gear teeth. The resulting force may be transferred to arotor engaged with one of the gears, which, in turn, influences thephysical orientation of the rotor.

FIG. 12 depicts a cross-sectional view of an exemplary fluid deliverysystem 1200 suitable for use in an infusion device. The fluid deliverysystem 1200 includes a motor 1210 (e.g., actuator 232) that is coupledto a plunger 1202 (e.g., plunger 217) disposed within a fluid reservoir1204 via a drive system 1220 that is configured to convert rotationalmotor motion to a translational displacement of a slide 1206 in an axialdirection, and thereby engaging and displacing the plunger 1202 of thereservoir 1204 in the axial direction to dispense fluid from thereservoir 1204. The motor 1210 includes a rotor 1212 including one ormore permanent magnets mounted to a rotary shaft 1216 defining a centralaxis of rotation (or rotational axis) that is aligned with the rotaryshaft 1216 in an axial direction. The rotor 1212 is disposed within astator including sets of windings 1214 that are circumferentiallydisposed about the rotor 1212 in a conventional manner. In theillustrated embodiment, rotary shaft 1216 extends from the housing ofthe motor 1210 to a distal end that engages a gear 1222 of the drivesystem 1220.

In the illustrated embodiment, the gear 1222 is realized as a spur gearthat engages another spur gear 1224 that is mounted to an end of arotatable shaft 1226 of a drive screw 1228. For purposes of explanation,the spur gear 1222 is alternatively referred to herein as the motoroutput gear. The drive screw 1228 includes threads that mate withthreads internal to the slide 1206. Rotation of the drive screw 1228 inthe fluid delivery actuation direction causes the slide 1206 to extendand advance the plunger 1202 in an axial direction to force fluid fromthe reservoir 1204 via a fluid path 1201. In this regard, applyingelectrical power to the stator windings 1214 to actuate the rotor 1212in the fluid delivery direction results in rotation of the shaft 1216and spur gear 1222, which, in turn rotates the spur gear 1224 and theshaft 1226 to advance the slide 1206 and plunger 1202.

In the illustrated embodiment, the rotor shaft 1216 is surrounded by abushing 1218 disposed between the motor 1210 and the motor output gear1222 that restricts lateral displacement of the rotor shaft 1216. At thesame time, the motor output gear 1222 is capable of being displacedlaterally away from the spur gear 1224, which, in turn results in therotational axis of the tilting or otherwise deviating from a referencerotational axis 1240 by some amount of angular displacement 1250. Inthis regard, when an occlusion condition exists with respect to thefluid path 1201, the resulting reactionary force on the plunger 1202increases the torque at the spur gear 1224 which results in a lateralforce that displaces the motor output gear 1222 away from the spur gear1224, thereby increasing the tilt or angular displacement 1250 of therotational axis of the rotor 1212 and/or rotor shaft 1216 relative tothe reference rotor axis 1240 corresponding to a non-occluded state.Accordingly, an occlusion condition may be detected when the amount ofangular displacement 1250 by which the rotor axis is tilted relative tothe reference rotor rotational axis 1240 is greater than an occlusiondetection threshold.

In the illustrated embodiment, rotor sensing arrangement (e.g., sensingarrangement 216) includes sensing elements 1230, 1232 are capable ofmeasuring, detecting, or otherwise sensing the relative distance betweena respective rotor sensing element 1230, 1232 and the rotor 1212. Forexample, similar to the embodiment described above in the context ofFIGS. 7-8, the rotor sensing elements 1230, 1232 may be realized as Halleffect sensors capable of producing or otherwise generating an outputsignal that is indicative of the magnetic field strength. In thisregard, as the rotor 1212 tilts away from the reference axis 1240, thedistance between a first Hall effect sensor 1230 and the rotor magnetdecreases, which increases the rotor magnetic field strength at the Halleffect sensor 1230 produces a corresponding increase in a characteristicof the measurement output signal produced by the Hall effect sensor1230. Conversely, as the rotor 1212 tilts away from the reference axis1240, the distance between the second Hall effect sensor 1232 and therotor magnet increases, which decreases the rotor magnetic fieldstrength at the second Hall effect sensor 1232 produces a correspondingdecrease in a characteristic of the measurement output signal producedby the second Hall effect sensor 1232. Accordingly, based on themeasurement signals output by the Hall effect sensors 1230, 1232, ameasured amount of tilt or angular displacement 1250 for the rotor axisrelative to the reference rotor axis 1240 may be calculated or otherwisedetermined (e.g., by the motor control module 212). When the measuredtilt angle is greater than an occlusion detection threshold angle, themotor control module may identify presence of an occlusion condition andinitiate one or more remedial actions in a similar manner as describedabove. In a similar manner as described above, one or more testactuation processes may be performed prior to the next drive cycle toconfirm validity of the occlusion condition detected by the rotor axistilting without delivering fluid to the patient (e.g., by applying alimited amount of power and observing the amount of rotor axis tiltingthat occurs for that reference amount of input power).

PWM Detection Techniques

As described in greater detail in U.S. Pat. No. 8,603,027, which isincorporated by reference herein, in some embodiments, the actuatordriver module 214 may include or incorporate a pulse-width modulation(PWM) module configured to generate a pulse-width modulated voltageoutput applied to the actuator 232 via the driver module 214. In thisregard, based on a duty cycle setting, the actuator driver module 214generates or otherwise applies a pulse-width modulated voltage output tothe actuator 232 that oscillates between the supply voltage provided bythe energy source 218 and a ground or reference) voltage over a timeinterval (e.g., the PWM period), where the pulse-width modulated voltageoutput is equal to the supply voltage for a percentage of the timeinterval corresponding to the duty cycle setting. As described in U.S.Pat. No. 8,603,027, the duty cycle setting may be dynamically adjustedby the actuator control module 212 during a drive cycle to be a minimumduty cycle capable of producing actuation of the actuator 232 to therebyminimize power consumption by the actuator 232. In this regard, inresponse to an occlusion condition, the duty cycle setting isincrementally increased to increase the amount of torque generated bythe actuator 232 to displace the plunger 217.

In one embodiment, the actuator control module 212 continually analyzesthe duty cycle setting to detect or otherwise identify an occlusioncondition based on the duty cycle setting. The actuator control module212 may support or otherwise implement an average filter or mean filterthat calculates or otherwise determines the average or mean duty cyclesetting utilized during a preceding drive cycle. The actuator controlmodule 212 detects or otherwise identifies an occlusion condition basedon an increase in the average duty cycle setting relative to athreshold. In this regard, in one or more embodiments, the occlusiondetection threshold is realized as a moving average of the average dutycycle settings across preceding drive cycles. For example, the actuatorcontrol module 212 may support or otherwise implement a moving averagefilter that calculates or otherwise determines a moving average of theaverage duty cycle setting for a preceding sequence of drive cycles. Inone embodiment, the actuator control module 212 calculates or otherwisedetermines a moving average of the average duty cycle settings for thesix preceding drive cycles. When the average duty cycle setting for themost recent drive cycle is greater than the moving average duty cyclesetting across the preceding drive cycles by more than an occlusiondetection threshold, the actuator control module 212 initiates one ormore remedial actions as described above. In one or more embodiments,the actuator control module 212 dynamically determines the occlusiondetection threshold as a percentage of the moving average duty cyclevalue. For example, an occlusion condition may be detected when theaverage duty cycle setting for the most recent drive cycle is greaterthan the moving average duty cycle value by at least 10% of the movingaverage duty cycle value.

Again, it should be noted that PWM-based occlusion detection may beimplemented in connection with one or more other occlusion detectionprocesses 300, 600, 900, 1000, 1100 described above. For example, whenthe PWM duty cycle setting is indicative of an occlusion condition, thecontrol module 212 may initiate the test actuation detection process 900to confirm validity of the occlusion condition detected based on the PWMduty cycle setting. Additionally, or alternatively, the control module212 may initiate the acceleration detection process 1000 in connectionwith rewinding the actuator 232 to confirm validity of the occlusioncondition detected based on the PWM duty cycle setting. In this regard,any number of the occlusion detection techniques may be implemented orcombined in any number of different potential manners, and the subjectmatter described herein is not limited to any particular combination orhierarchical relationship of detection techniques.

For the sake of brevity, conventional techniques related to motors andrelated actuation systems and controls, motor sensors and/or sensingarrangements, device packaging, and other functional aspects of thesubject matter may not be described in detail herein. In addition,certain terminology may also be used in the herein for the purpose ofreference only, and thus is not intended to be limiting. For example,terms such as “first,” “second,” and other such numerical termsreferring to structures do not imply a sequence or order unless clearlyindicated by the context. The foregoing description may also refer toelements or nodes or features being “connected” or “coupled” together.As used herein, unless expressly stated otherwise, “coupled” means thatone element/node/feature is directly or indirectly joined to (ordirectly or indirectly communicates with) another element/node/feature,and not necessarily mechanically. Thus, although various drawing figuresmay depict direct electrical connections between components, alternativeembodiments may employ intervening circuit elements and/or componentswhile functioning in a substantially similar manner.

While at least one exemplary embodiment has been presented in theforegoing detailed description, it should be appreciated that a vastnumber of variations exist. It should also be appreciated that theexemplary embodiment or embodiments described herein are not intended tolimit the scope, applicability, or configuration of the claimed subjectmatter in any way. For example, the subject matter described herein isnot limited to the infusion devices and related systems describedherein. Moreover, the foregoing detailed description will provide thoseskilled in the art with a convenient road map for implementing thedescribed embodiment or embodiments. It should be understood thatvarious changes can be made in the function and arrangement of elementswithout departing from the scope defined by the claims, which includesknown equivalents and foreseeable equivalents at the time of filing thispatent application. Accordingly, details of the exemplary embodiments orother limitations described above should not be read into the claimsabsent a clear intention to the contrary.

What is claimed is:
 1. A method of detecting an anomalous condition withrespect to a fluid path based on operation of an actuation arrangementconfigured to deliver fluid via the fluid path, the method comprising:providing input power to the actuation arrangement to produce actuationof the actuation arrangement; identifying an active amount of actuationof the actuation arrangement concurrent to the input power beingprovided to the actuation arrangement; disabling the input power to theactuation arrangement; identifying a passive amount of actuation of theactuation arrangement after disabling the input power to the actuationarrangement; and detecting the anomalous condition based on arelationship between the active amount and the passive amount.
 2. Themethod of claim 1, wherein: providing the input power comprisesoperating a driver module to enable current flow from an energy sourceto the actuation arrangement; and disabling the input power comprisesoperating the driver module to prevent the current flow from the energysource to the actuation arrangement.
 3. The method of claim 2, theactuation arrangement comprising a motor including a rotor coupled to aplunger for delivering the fluid, wherein operating the driver module toenable the current flow comprises operating the driver module to enablethe current flow through one or more sets of windings of the motor toproduce rotation of the rotor of the motor.
 4. The method of claim 3,wherein: identifying the active amount of actuation comprisesidentifying an active amount of rotation of the rotor occurringconcurrent to the current flow to the motor; and identifying the passiveamount of actuation comprises identifying a passive amount of rotationof the rotor after the current flow to the motor.
 5. The method of claim4, wherein detecting the anomalous condition comprises detecting theanomalous condition when a ratio of the active amount of rotation to thepassive amount of rotation is greater than a detection threshold.
 6. Themethod of claim 1, wherein detecting the anomalous condition comprisesdetecting the anomalous condition based a ratio of the active amount ofactuation to the passive amount of actuation.
 7. The method of claim 6,wherein detecting the anomalous condition comprises detecting anocclusion condition when the ratio of the active amount of actuation tothe passive amount of actuation is greater than an occlusion detectionthreshold.
 8. The method of claim 7, wherein detecting the anomalouscondition comprises detecting a leakage condition when the ratio of theactive amount of actuation to the passive amount of actuation is lessthan a leakage detection threshold.
 9. The method of claim 1, whereindetecting the anomalous condition comprises: applying a matched filterto a ratio of the active amount of actuation to the passive amount ofactuation to obtain a filtered output; and detecting the anomalouscondition based on the filtered output.
 10. The method of claim 1,further comprising generating a notification of the anomalous conditionvia a user interface in response to detecting the anomalous condition.11. The method of claim 1, the anomalous condition comprising anocclusion condition, wherein the method further comprises initiating anocclusion detection process in response to detecting the occlusioncondition to verify detection of the occlusion condition.
 12. Aninfusion device comprising: an actuation arrangement coupled to aplunger to deliver fluid via a fluid path; a driver module coupled tothe actuation arrangement to selectively provide input power to theactuation arrangement; a sensing arrangement to measure actuation of theactuation arrangement; and a control module coupled to the driver moduleand the sensing arrangement to operate the driver module to provide theinput power to the actuation arrangement, identify an active amount ofactuation of the actuation arrangement concurrent to the input powerbeing provided to the actuation arrangement using the sensingarrangement, operate the driver module to disable the input power to theactuation arrangement, identify a passive amount of actuation of theactuation arrangement after disabling the input power to the actuationarrangement using the sensing arrangement, and detect an anomalouscondition with respect to the fluid path based on a relationship betweenthe active amount and the passive amount.
 13. The infusion device ofclaim 12, further comprising a user interface coupled to the controlmodule to provide a user notification of the anomalous condition inresponse to detecting the anomalous condition.
 14. The infusion deviceof claim 12, wherein: the actuation arrangement comprises a motorincluding a rotor; the sensing arrangement comprises a rotor positionsensing arrangement; the active amount of actuation comprises an activeamount of rotation of the rotor; and the passive amount of actuationcomprises a passive amount of rotation of the rotor.
 15. The infusiondevice of claim 14, wherein the control module detects the anomalouscondition based on a ratio of the active amount of rotation of the rotorto the passive amount of rotation of the rotor.
 16. A method ofdetecting an occlusion in a fluid path, the method comprising:operating, by a control module associated with an infusion device, adriver module to provide current flow to a motor to produce a firstamount of rotation of a rotor of the motor, wherein the rotor is coupledto a plunger configured to deliver fluid via the fluid path; afterdisabling the current flow to the motor, identifying, by the controlmodule, a second amount of rotation of the rotor using a rotor sensingarrangement; detecting, by the control module, an occlusion conditionbased on a relationship between the first amount and the second amount;and generating, by the control module, a user notification in responseto detecting the occlusion condition.
 17. The method of claim 16,further comprising measuring the first amount of rotation using therotor sensing arrangement while the current flow is provided to themotor, wherein identifying the second amount comprises measuring thesecond amount of rotation of the rotor while the motor is de-energized.18. The method of claim 17, wherein: measuring the first amountcomprises obtaining a first number of incremental rotations of the rotorusing an encoder; measuring the second amount comprises obtaining asecond number of incremental rotations of the rotor using the encoder;and detecting the occlusion condition comprises detecting the occlusioncondition when a ratio of the first number to the second number isgreater than an occlusion threshold.
 19. The method of claim 16, furthercomprising measuring the first amount of rotation using the rotorsensing arrangement while the current flow is provided to the motorduring an active period of a drive cycle, wherein identifying the secondamount comprises measuring the second amount of rotation of the rotorduring a coasting period of the drive cycle.
 20. The method of claim 19,determining a characteristic drive ratio for the drive cycle based onthe relationship between the first amount and the second amount, whereindetecting the occlusion condition comprises detecting the occlusioncondition based on a relationship between the characteristic drive ratioand previous characteristic drive ratios for one or more preceding drivecycles using a matched filter.